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Using word embeddings to improve the privacy of clinical notes

OBJECTIVE: In this work, we introduce a privacy technique for anonymizing clinical notes that guarantees all private health information is secured (including sensitive data, such as family history, that are not adequately covered by current techniques). MATERIALS AND METHODS: We employ a new “random...

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Detalles Bibliográficos
Autores principales: Abdalla, Mohamed, Abdalla, Moustafa, Rudzicz, Frank, Hirst, Graeme
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7309261/
https://www.ncbi.nlm.nih.gov/pubmed/32388549
http://dx.doi.org/10.1093/jamia/ocaa038